Seminar in applied mathematics and statistics

SPEAKER:  Alexandre Antonov (Chief Analyst, Danske Bank).

TITLE: Neural Networks with Asymptotics Control: Asymptotic Splines and Constrained Radial Layers.

ABSTRACT: 

  • Cybenko-Hornik theorem
  • Hilbert's 13th problem
  • Kolmogorov-Arnold theorem and asymptotics
  • Splines with the right asymptotics
  • Neural networks with vanishing (zero) asymptotics built with constrained radial layers
  • Numerical experiments

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